Model Comparison
Model Editorial Structural Class Conf SETL Theme
@cf/meta/llama-3.3-70b-instruct-fp8-fast lite +0.20 -0.20 Neutral 0.80 0.28 Digital Rights
@cf/meta/llama-4-scout-17b-16e-instruct lite +0.10 -1.00 Strong negative 0.80 1.00 Digital Rights
Section @cf/meta/llama-3.3-70b-instruct-fp8-fast lite @cf/meta/llama-4-scout-17b-16e-instruct lite Delta
Preamble ND ND
Article 1 ND ND
Article 2 ND ND
Article 3 ND ND
Article 4 ND ND
Article 5 ND ND
Article 6 ND ND
Article 7 ND ND
Article 8 ND ND
Article 9 ND ND
Article 10 ND ND
Article 11 ND ND
Article 12 ND ND
Article 13 ND ND
Article 14 ND ND
Article 15 ND ND
Article 16 ND ND
Article 17 ND ND
Article 18 ND ND
Article 19 ND ND
Article 20 ND ND
Article 21 ND ND
Article 22 ND ND
Article 23 ND ND
Article 24 ND ND
Article 25 ND ND
Article 26 ND ND
Article 27 ND ND
Article 28 ND ND
Article 29 ND ND
Article 30 ND ND
+0.20 California's Digital Age Assurance Act, and FOSS (runxiyu.org)
112 points by todsacerdoti 22 hours ago | 110 comments on HN | Neutral ~lite vlite-1.6
Summary ~lite Digital Rights Acknowledges
California's Digital Age Assurance Act
EQ 0.60
SO 0.40
TD 0.70
Lite evaluation by llama-3.3-70b-wai · editorial channel only · no per-section breakdown available
Longitudinal 224 HN snapshots · 52 evals
+1 0 −1 HN
Audit Trail 72 entries
2026-03-04 18:29 model_divergence Cross-model spread 0.71 exceeds threshold (2 models) - -
2026-03-04 18:29 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-04 18:29 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 18:16 eval_success Lite evaluated: Strong negative (-0.67) - -
2026-03-04 18:16 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 17:08 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-04 17:08 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 16:48 eval_success Lite evaluated: Strong negative (-0.67) - -
2026-03-04 16:48 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 16:43 eval_success Lite evaluated: Strong negative (-0.67) - -
2026-03-04 16:43 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 16:24 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-04 16:24 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) -0.04
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 16:16 eval_success Lite evaluated: Neutral (0.08) - -
2026-03-04 16:16 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.04
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 16:04 eval_success Lite evaluated: Strong negative (-0.67) - -
2026-03-04 16:04 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 15:36 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-04 15:36 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 15:23 eval_success Lite evaluated: Strong negative (-0.67) - -
2026-03-04 15:23 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 15:18 eval_success Lite evaluated: Strong negative (-0.67) - -
2026-03-04 15:18 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) -0.28
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 14:59 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-04 14:59 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 14:55 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-04 14:55 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 14:37 eval_success Lite evaluated: Moderate negative (-0.39) - -
2026-03-04 14:37 eval Evaluated by llama-4-scout-wai: -0.39 (Moderate negative) +0.28
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 14:15 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-04 14:15 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 14:09 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-04 14:09 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 14:05 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-04 14:05 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 13:58 eval_success Lite evaluated: Strong negative (-0.67) - -
2026-03-04 13:58 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 13:27 eval_success Lite evaluated: Neutral (0.04) - -
2026-03-04 13:27 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 13:22 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 13:21 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 12:47 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 12:43 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 12:07 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 12:04 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 11:59 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) -0.28
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 11:25 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 11:12 eval Evaluated by llama-4-scout-wai: -0.39 (Moderate negative) +0.28
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 10:42 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 10:30 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 10:08 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) +0.03
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 09:54 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 09:47 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) -0.28
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 09:27 eval Evaluated by llama-3.3-70b-wai: +0.01 (Neutral) -0.07
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 09:09 eval Evaluated by llama-4-scout-wai: -0.39 (Moderate negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 09:03 eval Evaluated by llama-4-scout-wai: -0.39 (Moderate negative) +0.28
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 08:51 eval Evaluated by llama-3.3-70b-wai: +0.08 (Neutral) +0.04
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 08:22 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 08:15 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 07:55 eval Evaluated by llama-4-scout-wai: -0.67 (Strong negative) -0.28
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 07:50 eval Evaluated by llama-4-scout-wai: -0.39 (Moderate negative) -0.65
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 07:47 eval Evaluated by llama-3.3-70b-wai: +0.04 (Neutral) -0.13
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 07:09 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 07:06 eval Evaluated by llama-3.3-70b-wai: +0.17 (Mild positive) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 07:04 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 05:54 eval Evaluated by llama-3.3-70b-wai: +0.17 (Mild positive) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 05:53 eval Evaluated by llama-4-scout-wai: +0.26 (Mild positive) +0.03
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 05:15 eval Evaluated by llama-3.3-70b-wai: +0.17 (Mild positive) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 05:11 eval Evaluated by llama-4-scout-wai: +0.23 (Mild positive) 0.00
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 04:30 eval Evaluated by llama-3.3-70b-wai: +0.17 (Mild positive) 0.00
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS
2026-03-04 04:27 eval Evaluated by llama-4-scout-wai: +0.23 (Mild positive)
reasoning
Analysis of California's Digital Age Assurance Act (AB-1043) and its implications for FOSS distributions
2026-03-04 04:25 eval Evaluated by llama-3.3-70b-wai: +0.17 (Mild positive)
reasoning
Analyzing California's Digital Age Assurance Act impact on FOSS